Thu, 07 Aug 2008 21:33:19 BST CiteULike: AbnerCYH's library [716 articles] http://www.citeulike.org/user/AbnerCYH/article/411634 CiteULike.org en-gb Copyright © 2004-2008 citeulike.org http://www.citeulike.org/user/AbnerCYH/article/411634 <i>(2001)</i><br /><br />Boosting is a general method for improving the accuracy of any given learning algorithm. Focusing primarily on the AdaBoost algorithm, this chapter overviews some of the recent work on boosting including analyses of AdaBoost's training error and generalization error; boosting's connection to game theory and linear programming; the relationship between boosting and logistic regression; extensions of AdaBoost for multiclass classification problems; methods of incorporating human knowledge... The boosting approach to machine learning: An overview R Schapire (2001) 2005-11-30T08:57:07-00:00 2001 algorithms game kdd stochastic